{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# 3D complex inversion from 2D lines\n", "Carbonate precipitation is a process that can be used to consolidate soils. The precipitation of carbonate in the ground can be followed using geophysical methods. Induced polarisation (IP) has proven useful for this. In this dataset, the 3D distribution of carbonate precipitation is inferred from field time-domain IP data. See [Sina et al. (200X)](https://doi.org/) for more details." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ " # trick to import a resipy from a local copy (you won't need that if you `pip install resipy`)\n", "import sys \n", "sys.path.append('../src')\n", "\n", "from resipy import R2\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import pyvista as pv\n", "\n", "datadir = '../src/examples/dc-2d-timelapse/data/'" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Working directory is: /media/jkl/data/phd/tmp/resipy/src/resipy\n", "clearing dirname\n", "308/344 reciprocal measurements found.\n", "0 measurements error > 20 %\n", "308/344 reciprocal measurements found.\n", "0 measurements error > 20 %\n", "308/344 reciprocal measurements found.\n", "0 measurements error > 20 %\n", "266/314 reciprocal measurements found.\n", "0 measurements error > 20 %\n" ] } ], "source": [ "k = R2(typ='cR3t')\n", "k.create3DSurvey(datadir, lineSpacing=2, zigzag=False, \n", " name='mergedSurvey', ftype='Syscal')" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "k.showPseudo(threed=True)" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Creating tetrahedral mesh...fmd in gmshWrap.py: 2.770128\n", "writing .geo to file completed, save location:\n", "/media/jkl/data/phd/tmp/resipy/src/resipy/invdir\n", "\n", "Reading mesh3d.msh\n", "Gmsh version == 3.x\n", "reading node coordinates...\n", "Determining element type...Tetrahedra\n", "Reading connection matrix...\n", "ignoring 15498 elements in the mesh file, as they are not required for R2/R3t\n", "Finished reading .msh file\n", "interpolating topography onto mesh using triangulate interpolation...done\n", "Done\n", "ResIPy Estimated RAM usage = 0.184715 Gb\n", "done\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "k.createMesh(cl_factor=50)\n", "k.showMesh()" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Writing .in file and protocol.dat... " ] }, { "name": "stderr", "output_type": "stream", "text": [ "divide by zero encountered in log10\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "done!\n", "--------------------- MAIN INVERSION ------------------\n", "\n", "\n", " >> c R 3 t C o m p l e x R e s i s t i v i t y M o d e l v1.0 <<\n", "\n", " >> Date: 01-09-2020\n", " >> My beautiful 3D survey \n", " >> I n v e r s e S o l u t i o n S e l e c t e d <<\n", " >> T e t r a h e d r a l E l e m e n t M e s h <<\n", "\n", " >> Reading mesh file \n", " >> Determining storage needed for finite element conductance matrix\n", " >> Generating index array for finite element conductance matrix\n", " >> Reading resistivity model from res0.dat \n", " >> N o r m a l R e g u l a r i s a t i o n <<\n", " >> Memory estimates:\n", " For 1000 measurements the memory needed is: 0.48 Gb\n", " For 2000 measurements the memory needed is: 0.94 Gb\n", " For 5000 measurements the memory needed is: 2.32 Gb\n", " For 10000 measurements the memory needed is: 4.61 Gb\n", "\n", " Measurements read: 751 Measurements rejected: 0\n", " Geometric mean of apparent resistivities: 0.60376E+02\n", "\n", " >> Total Memory required: 0.367 Gb\n", "\n", "\n", "\n", " Processing frame 1 - output to file f001.dat\n", "\n", " Iteration 1\n", " Initial RMS Misfit: 28.43 Number of data ignored: 0\n", " Alpha: 608.5998 RMS Misfit: 3.753 Roughness: 17.472\n", " Alpha: 282.4870 RMS Misfit: 3.680 Roughness: 18.290\n", " Alpha: 131.1188 RMS Misfit: 3.122 Roughness: 27.686\n", " Alpha: 60.8600 RMS Misfit: 2.865 Roughness: 36.282\n", " Alpha: 28.2487 RMS Misfit: 2.678 Roughness: 48.706\n", " Alpha: 13.1119 RMS Misfit: 2.625 Roughness: 63.662\n", " Alpha: 6.0860 RMS Misfit: 2.698 Roughness: 83.243\n", " Step length set to 1.00000\n", " Final RMS Misfit: 2.62\n", " Updated data weights\n", "\n", " Iteration 2\n", " Initial RMS Misfit: 1.75 Number of data ignored: 0\n", " Alpha: 7.1669 RMS Misfit: 4.668 Roughness: 60.212\n", " Alpha: 3.3266 RMS Misfit: 1.867 Roughness: 88.371\n", " Alpha: 1.5441 RMS Misfit: 4.651 Roughness: 89.914\n", " Step length set to 0.50000\n", " Final RMS Misfit: 1.23\n", " Attempted to update data weights and caused overshoot\n", " treating as converged\n", "\n", " Final phase improvement\n", "\n", " Iteration 1\n", " Initial Phase RMS Misfit: 0.000 Number of data ignored: 0\n", "\n", " WARNING: Initial RMS shows solution ! - Your error estimates (or c_wgt) are too high\n", "\n", " End of data: Terminating\n", "\n", "\n", " >> Program ended normally\n", "\n", "1/1 results parsed (1 ok; 0 failed)\n" ] } ], "source": [ "k.invert()" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Index(['param', 'elm_id', 'region', 'cellType', 'X', 'Y', 'Z',\n", " 'Magnitude(ohm.m)', 'Phase(mrad)', 'Magnitude(log10)',\n", " 'Sigma_real(log10)', 'Sigma_imag(log10)', 'Sensitivity_map(log10)',\n", " 'Parameter_zones', 'Conductivity(mS/m)', 'Chargeability(mV/V)'],\n", " dtype='object')\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "print(k.meshResults[0].df.columns) # view attributes available\n", "k.showResults(attr='Magnitude(ohm.m)', pvslices=[[3],[2,4],[0]], vmin=10, vmax=100,\n", " background_color=(1,1,1))" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "k.showResults(attr='Phase(mrad)', pvslices=[[3],[2,4],[0]],\n", " background_color=(1,1,1), vmin=0, vmax=0.5)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.3" } }, "nbformat": 4, "nbformat_minor": 4 }